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临床队列综述Laboratory medicine

Extending the clinical utility of exome sequencing: reanalysis, variant reclassification, and dynamic reporting in molecular diagnosis.

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临床外显子组测序(ES)广泛用于疑似孟德尔病和罕见病的诊断,但许多患者初次分析后仍无法确诊,阴性或非诊断性结果并不一定排除遗传病因,因为基因组知识和患者表型会随时间演变。该叙述性综述检索PubMed/MEDLINE、Web of Science核心合集和Google Scholar,综合外显子再分析、变异重分类、动态报告及补充诊断方法的证据与实践考量。非诊断性ES结果可能反映技术和生物信息学局限、临床或家系信息不完整、基因-疾病知识演变、变异证据不确定或超出常规ES检测范围的遗传机制。结合更新表型信息、数据库、分析方法和家系证据的结构化再分析可发现额外诊断;变异重分类和动态报告更新支持纵向解读,次要发现和人工智能辅助流程需适当监管。再分析不足时,可机制导向升级至基因组测序、RNA测序、长读长测序、甲基化检测、生化检测或功能试验。结构化再分析和动态报告可将ES从一次性分子检测转变为纵向诊断过程,实施需透明的再分析标准、可追溯的解读、不确定性的适当沟通和可持续的实验室流程,以支持临床决策和精准医学。

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AI 辅助短评,基于标题和摘要整理

本文为叙述性综述,系统梳理外显子组测序阴性后重分析、变异重分类与动态报告的策略,并讨论机制导向的升级检测。选题切合临床痛点,强调将ES从一次性检测转变为纵向诊断过程。但作为综述,未提供原始验证数据,重分析与动态报告的实际增益、可操作性及成本效益仍需前瞻性研究确认。

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完整作者

Lupeng Ji、Xue Zhou、Jiong Gao、Lin Zhu、Hui Zhang、Yilong Tu、Shun Ge、Chao Yuan

作者机构

  • Department of Pathology, The Second Affiliated Hospital of Jiaxing University, Jiaxing, China.
  • Medical Affairs Department, Hangzhou Adicon Clinical Laboratories Co., Ltd., West Lake District, Hangzhou, China.
  • Medical Affairs Department, Shenzhen Mindray Bio-Medical Electronics Co, Ltd, Shenzhen, China.

技术路线

文献检索(PubMed/MEDLINE、Web of Science Core Collection、Google Scholar)→叙述性综述证据综合(外显子组重分析、变异重分类、动态报告及补充诊断方法)

最近 5 个完整年度引用趋势

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数据来源:暂未标注更新时间:暂无更新时间

实际检索式

Extending OR clinical OR utility OR exome OR sequencing OR rare disease OR multi omics OR review数据更新时间:2026/11/01 10:42

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02292545850280892021282432022277312023329182024458502025

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2026 年 · YTD46068

年初至今数量单独展示,不与完整年度直接比较。

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AI 推断的潜在研究机会,不代表未被研究。请结合下方真实检索结果进一步判断。

外显子组测序阴性后再分析时机与诊断增益的队列研究:基于结构化触发标准的纵向评估

研究问题
在初始外显子组测序(ES)阴性/非诊断性患者中,按预设结构化触发标准(如新发基因-疾病关联发布、表型进展、VUS再分类)实施计划性再分析,相比常规临床驱动再分析,能否提高分子诊断率并缩短诊断时间?
暴露 / 干预
再分析策略:结构化触发标准驱动的计划性再分析 vs. 常规临床驱动再分析;同时记录触发因素类型(表型更新、数据库更新、文献新增、家系信息补充)。
研究结局
主要结局:再分析后新增分子诊断率(致病/可能致病变异检出并临床确认);次要结局:从初始检测到诊断的时间、VUS再分类比例、临床管理改变比例、再分析成本/工作量。
数据来源
单中心或多中心ES阴性队列的纵向随访数据库(实验室信息系统+临床表型登记),结合ClinVar/gnomAD版本时间戳与文献发表时间。
研究设计
回顾-前瞻性混合队列研究:回顾性纳入既往ES阴性患者,前瞻性按触发标准实施计划性再分析;可设历史对照(常规再分析)进行比较。
推荐理由
真实文献显示ES在罕见病中诊断率约30-40%,再分析可额外增加3%-15%诊断率(见‘The importance and clinical utility of reanalysis of exome and genome sequencing data’综述及儿科/成人Meta分析);但现有证据多为回顾性、异质性高,缺乏对再分析时机和触发标准的比较。推断边界:本方向为AI基于上述证据提出的设计推断,非文献已证实结论;不能宣称国际空白。
创新点说明
将再分析从‘是否做’推进到‘何时做、按什么标准触发’的比较性评估,强调可操作触发标准与诊断时间结局;与现有综述/回顾性再分析研究不同,但不宣称原创性空白。
风险提示
偏倚:历史对照选择偏倚、表型信息完整度随时间变化、数据库版本混杂;可行性:需长期随访和表型再采集,计划性再分析的工作量与伦理/知情同意安排需提前设计。

外显子组测序不确定变异(VUS)动态再分类的预测因素与临床影响:基于实验室纵向数据的回顾性队列

研究问题
在临床ES报告中,哪些因素(变异类型、基因-疾病证据等级、表型匹配度、家系共分离、数据库更新时间)预测VUS在随访中发生再分类(向致病/可能致病或良性方向),以及再分类是否伴随临床管理改变?
暴露 / 干预
VUS报告时的基线特征:变异类型(错义/截短/剪接)、初始证据等级、表型匹配评分、家系可用性、报告年份。
研究结局
主要结局:VUS再分类事件及方向;次要结局:再分类后临床管理改变(监测、治疗、生育决策)、再分类时间间隔。
数据来源
分子遗传实验室ES报告数据库(含VUS列表、分类日期、证据字段),链接临床随访记录;可结合ClinVar历史版本。
研究设计
回顾性纵向队列研究,以VUS为单位进行分析(变异水平聚类,考虑患者内相关性)。
推荐理由
真实文献指出再分析诊断增益的显著部分来自VUS再分类(再分析综述;ACMG偶然发现报告框架强调动态更新需求);但预测因素和临床影响缺乏系统量化。推断边界:为AI推断的研究设计,现有文献多为综述或小样本,不能宣称已有一致结论。
创新点说明
以变异为单位、链接临床管理结局的VUS再分类预测因素分析;与单纯报告再分析诊断率的研究不同,但不宣称国际空白。
风险提示
偏倚:报告年份与数据库更新强相关(时间混杂)、临床随访不完整、再分类定义依赖实验室主观判断;可行性:需实验室分类历史数据可追溯,伦理上需处理变异级数据共享。

动态报告与不确定性沟通对ES阴性/非诊断患者临床决策的影响:混合方法前瞻性研究

研究问题
对外显子组测序非诊断性结果实施结构化动态报告(定期更新再分析状态、VUS不确定性说明、二次发现政策),是否改变临床医生和患者的后续管理决策与心理社会结局?
暴露 / 干预
动态报告模式(定期更新+不确定性沟通模板)vs. 常规一次性报告。
研究结局
主要结局:临床管理改变(转诊、监测、治疗调整);次要结局:患者/家属对不确定性的理解与焦虑( validated scales)、临床医生满意度、报告可追溯性指标。
数据来源
前瞻性招募的ES非诊断患者及其临床医生;报告系统日志+问卷/访谈;可嵌套于现有遗传门诊。
研究设计
前瞻性混合方法研究:准实验(前后对照或平行非随机)结合定性访谈。
推荐理由
真实文献讨论部分强调动态报告需透明再分析标准、可追溯解释和不确定性沟通(原论文摘要);ACMG偶然发现建议也涉及报告治理;但动态报告对决策和心理社会结局的实证证据有限。推断边界:为AI提出的设计推断,非文献已证实效果。
创新点说明
将‘动态报告’作为可评估干预,关注不确定性沟通与决策结局,而非仅描述工作流程;不宣称国际空白。
风险提示
偏倚:非随机设计的选择偏倚、问卷社会期望偏倚、干预依从性差异;可行性:需报告系统改造与伦理审批,定性样本量有限,随访脱落风险。

ES再分析不足后机制导向升级检测(基因组/RNA/长读长/甲基化)的诊断增益与成本效果:真实世界序贯队列

研究问题
在结构化ES再分析仍未诊断的患者中,按机制导向路径升级至基因组测序、RNA测序、长读长测序或甲基化检测,其额外诊断率和成本效果如何?不同机制提示(剪接、结构变异、印记/甲基化、非编码)是否对应不同升级检测的优先级?
暴露 / 干预
再分析后升级检测的类型与顺序(机制导向 vs. 非机制导向)。
研究结局
主要结局:升级检测后的额外分子诊断率;次要结局:诊断时间、每额外诊断成本、检测利用率、临床管理改变。
数据来源
遗传诊断中心真实世界序贯检测记录(ES再分析日志+升级检测结果),链接临床表型与费用数据。
研究设计
回顾性真实世界序贯队列研究,可辅以决策分析模型进行成本效果模拟。
推荐理由
真实文献显示RNAseq可在ES/GS基础上增加诊断(Undiagnosed Diseases Network研究:总体诊断率31%→38%,18%诊断需RNAseq);再分析综述提出再分析不足时机制导向升级;但升级检测的序贯优先级和成本效果缺乏直接比较。推断边界:为AI推断的设计,现有证据支持各检测有增益但非排序证据。
创新点说明
以‘再分析后仍阴性’为起点,比较机制导向升级路径的诊断增益与成本效果;与单独评估RNAseq或WGS诊断率的研究不同,不宣称国际空白。
风险提示
偏倚:检测可及性和转诊选择偏倚、不同检测时代的技术混杂、费用数据不完整;可行性:多检测平台数据整合难度大,样本量可能不足以做亚组成本效果,需预设缺失数据处理。

相似文献

10 篇

Diagnostic Utility of Exome Sequencing for Kidney Disease.

The New England journal of medicine · 2018
Emily E Groopman、Maddalena Marasa、Sophia Cameron-Christie 等

BACKGROUND: Exome sequencing is emerging as a first-line diagnostic method in some clinical disciplines, but its usefulness has yet to be examined for most constitutional disorders in adults, including chronic kidney disease, which affects more than 1 in 10 persons globally. METHODS: We conducted exome sequencing and diagnostic analysis in two cohorts totaling 3315 patients with chronic kidney disease. We assessed the diagnostic yield and, among the patients for whom detailed clinical data were available, the clinical implications of diagnostic and other medically relevant findings. RESULTS: In all, 3037 patients (91.6%) were over 21 years of age, and 1179 (35.6%) were of self-identified non-European ancestry. We detected diagnostic variants in 307 of the 3315 patients (9.3%), encompassing 66 different monogenic disorders. Of the disorders detected, 39 (59%) were found in only a single patient. Diagnostic variants were detected across all clinically defined categories, including congenital or cystic renal disease (127 of 531 patients [23.9%]) and nephropathy of unknown origin (48 of 281 patients [17.1%]). Of the 2187 patients assessed, 34 (1.6%) had genetic findings for medically actionable disorders that, although unrelated to their nephropathy, would also lead to subspecialty referral and inform renal management. CONCLUSIONS: Exome sequencing in a combined cohort of more than 3000 patients with chronic kidney disease yielded a genetic diagnosis in just under 10% of cases. (Funded by the National Institutes of Health and others.).

A meta-analysis of diagnostic yield and clinical utility of genome and exome sequencing in pediatric rare and undiagnosed genetic diseases.

Genetics in medicine : official journal of the American College of Medical Genetics · 2025
Rajshree Pandey、Noemi Fluetsch Brennan、Kalliopi Trachana 等

PURPOSE: To systematically evaluate the diagnostic yield and clinical utility of genome sequencing (GS) and exome sequencing (ES; genome-wide sequencing [GWS]) in pediatric patients with rare and undiagnosed genetic diseases. METHODS: We conducted a meta-analysis of studies published between 2011 and 2023. To address study heterogeneity, comparative analyses included within-cohort studies using random-effects models. RESULTS: We identified 108 studies including 24,631 probands with diverse clinical indications. The pooled diagnostic yield among within-cohort studies (N = 13) for GWS was 34.2% (95% CI: 27.6-41.5; I2: 86%) vs 18.1% (95% CI: 13.1-24.6; I2: 89%) for non-GWS, with 2.4-times odds of diagnosis (95% CI: 1.40-4.04; P < .05). The pooled diagnostic yield among within-cohort studies (N = 3) for GS was 30.6% (95% CI: 18.6-45.9; I2: 79%) vs 23.2% (95% CI: 18.5-28.7; I2: 58%) for ES, with 1.7-times the odds of diagnosis (95% CI: 0.94-2.92; P = .13). In first-line testing, the diagnostic yield tended to be higher for GS than for ES across clinical subgroups. The pooled clinical utility among patients with a positive diagnosis was 58.7% (95% CI: 47.3-69.2; I2: 81%) for GS and 54.5% (95% CI: 40.7-67.6; I2: 87%) for ES. CONCLUSION: GS appears to have a higher diagnostic yield than ES, with similar clinical utility per positive diagnosis.

Lessons Learned from Large-Scale, First-Tier Clinical Exome Sequencing in a Highly Consanguineous Population.

American journal of human genetics · 2019
Dorota Monies、Mohammed Abouelhoda、Mirna Assoum 等

We report the results of clinical exome sequencing (CES) on >2,200 previously unpublished Saudi families as a first-tier test. The predominance of autosomal-recessive causes allowed us to make several key observations. We highlight 155 genes that we propose to be recessive, disease-related candidates. We report additional mutational events in 64 previously reported candidates (40 recessive), and these events support their candidacy. We report recessive forms of genes that were previously associated only with dominant disorders and that have phenotypes ranging from consistent with to conspicuously distinct from the known dominant phenotypes. We also report homozygous loss-of-function events that can inform the genetics of complex diseases. We were also able to deduce the likely causal variant in most couples who presented after the loss of one or more children, but we lack samples from those children. Although a similar pattern of mostly recessive causes was observed in the prenatal setting, the higher proportion of loss-of-function events in these cases was notable. The allelic series presented by the wealth of recessive variants greatly expanded the phenotypic expression of the respective genes. We also make important observations about dominant disorders; these observations include the pattern of de novo variants, the identification of 74 candidate dominant, disease-related genes, and the potential confirmation of 21 previously reported candidates. Finally, we describe the influence of a predominantly autosomal-recessive landscape on the clinical utility of rapid sequencing (Flash Exome). Our cohort's genotypic and phenotypic data represent a unique resource that can contribute to improved variant interpretation through data sharing.

ACMG recommendations for reporting of incidental findings in clinical exome and genome sequencing.

Genetics in medicine : official journal of the American College of Medical Genetics · 2013
Robert C Green、Jonathan S Berg、Wayne W Grody 等

In clinical exome and genome sequencing, there is a potential for the recognition and reporting of incidental or secondary findings unrelated to the indication for ordering the sequencing but of medical value for patient care. The American College of Medical Genetics and Genomics (ACMG) recently published a policy statement on clinical sequencing that emphasized the importance of alerting the patient to the possibility of such results in pretest patient discussions, clinical testing, and reporting of results. The ACMG appointed a Working Group on Incidental Findings in Clinical Exome and Genome Sequencing to make recommendations about responsible management of incidental findings when patients undergo exome or genome sequencing. This Working Group conducted a year-long consensus process, including an open forum at the 2012 Annual Meeting and review by outside experts, and produced recommendations that have been approved by the ACMG Board. Specific and detailed recommendations, and the background and rationale for these recommendations, are described herein. The ACMG recommends that laboratories performing clinical sequencing seek and report mutations of the specified classes or types in the genes listed here. This evaluation and reporting should be performed for all clinical germline (constitutional) exome and genome sequencing, including the "normal" of tumor-normal subtractive analyses in all subjects, irrespective of age but excluding fetal samples. We recognize that there are insufficient data on penetrance and clinical utility to fully support these recommendations, and we encourage the creation of an ongoing process for updating these recommendations at least annually as further data are collected.

Diagnostic yield and clinical utility of whole exome sequencing using an automated variant prioritization system, EVIDENCE.

Clinical genetics · 2020
Go Hun Seo、Taeho Kim、In Hee Choi 等

EVIDENCE, an automated variant prioritization system, has been developed to facilitate whole exome sequencing analyses. This study investigated the diagnostic yield of EVIDENCE in patients with suspected genetic disorders. DNA from 330 probands (age range, 0-68 years) with suspected genetic disorders were subjected to whole exome sequencing. Candidate variants were identified by EVIDENCE and confirmed by testing family members and/or clinical reassessments. EVIDENCE reported a total 228 variants in 200 (60.6%) of the 330 probands. The average number of organs involved per patient was 4.5 ± 5.0. After clinical reassessment and/or family member testing, 167 variants were identified in 141 probands (42.7%), including 105 novel variants. These variants were confirmed as being responsible for 121 genetic disorders. A total of 103 (61.7%) of the 167 variants in 95 patients were classified as pathogenic or probably to be pathogenic before, and 161 (96.4%) variants in 137 patients (41.5%) after, clinical assessment and/or family member testing. Factor associated with a variant being regarded as causative includes similar symptom scores of a gene variant to the phenotype of the patient. This new, automated variant interpretation system facilitated the diagnosis of various genetic diseases with a 42.7% diagnostic yield.

Whole Exome Sequencing Based Diagnostics in Complex Childhood Epilepsy Syndromes—A Cohort Study on Clinical Utility

Clinical Genetics · 2025
Alfiya Fasaludeen、M. Jose、U. Aswathi 等

Studies from the subcontinent on the utility of Whole Exome Sequencing (WES) in electro‐clinical phenotypes of childhood‐onset drug‐resistant epilepsy (DRE) syndromes, particularly the developmental and epileptic encephalopathies (DEE), are rare in the literature. Patients with DRE phenotypes of presumed genetic etiology with an age of onset of epilepsy < 12 years, with/without developmental encephalopathy, were included in this study. Our study cohort (N = 175) included 158 trios, 6 duos, and 11 proband‐only samples. Age at onset of seizures was ≤ 3 years in 76.6% and > 3 years in 23.4%, with developmental delay noted in 80.6% of the cohort. The overall yield of pathogenic/likely pathogenic variants in WES was 38.9% (68/175, 19 were novel); for trio‐WES it was 41.1%. Predominantly de novo variants accounted for 45 out of 68 cases (66.2%), and the most frequent disease‐causing variants were missense (74%). Younger age at onset of epilepsy, female gender and electroclinical diagnosis of Dravet syndrome were associated with a higher yield as opposed to focal epilepsies. Precision medicine was considered tenable in 25/68 (36.8%) cases. Our study reveals a significant yield of trio‐WES for de novo variants in childhood‐onset DRE/DEE. Female gender, early age at onset, and specific electro‐clinical phenotypes have a higher likelihood of identifying a monogenic etiology.

Diagnostic utility of transcriptome sequencing for rare Mendelian diseases.

Genetics in medicine : official journal of the American College of Medical Genetics · 2019
Hane Lee、Alden Y Huang、Lee-Kai Wang 等

PURPOSE: We investigated the value of transcriptome sequencing (RNAseq) in ascertaining the consequence of DNA variants on RNA transcripts to improve the diagnostic rate from exome or genome sequencing for undiagnosed Mendelian diseases spanning a wide spectrum of clinical indications. METHODS: From 234 subjects referred to the Undiagnosed Diseases Network, University of California-Los Angeles clinical site between July 2014 and August 2018, 113 were enrolled for high likelihood of having rare undiagnosed, suspected genetic conditions despite thorough prior clinical evaluation. Exome or genome sequencing and RNAseq were performed, and RNAseq data was integrated with genome sequencing data for DNA variant interpretation genome-wide. RESULTS: The molecular diagnostic rate by exome or genome sequencing was 31%. Integration of RNAseq with genome sequencing resulted in an additional seven cases with clear diagnosis of a known genetic disease. Thus, the overall molecular diagnostic rate was 38%, and 18% of all genetic diagnoses returned required RNAseq to determine variant causality. CONCLUSION: In this rare disease cohort with a wide spectrum of undiagnosed, suspected genetic conditions, RNAseq analysis increased the molecular diagnostic rate above that possible with genome sequencing analysis alone even without availability of the most appropriate tissue type to assess.

The importance and clinical utility of reanalysis of exome and genome sequencing data

Kidney Research and Clinical Practice · 2025
Dongseok Moon、Go Hun Seo

Exome sequencing (ES) and genome sequencing (GS) are essential for diagnosing rare genetic disorders, yet a significant number of patients remain without a definitive diagnosis after the initial analysis. Reanalysis of existing ES and GS data has emerged as a clinically indispensable practice, offering the potential to solve previously unresolved cases by leveraging rapid advances in genomic knowledge and technology. This review comprehensively addresses the growing importance, clinical utility, methodologies, and challenges of ES and GS data reanalysis. The increase in diagnostic yield from reanalysis is driven by several key factors: the continuous discovery of new gene-disease associations, ongoing updates to clinical and population genetic databases like ClinVar and gnomAD, the refinement of bioinformatic pipelines, and the application of advanced analytical techniques. Reanalysis has been shown to provide an additional diagnostic yield ranging from 3% to 15% across various disease cohorts, including neurodevelopmental, renal, and cardiovascular disorders. A significant portion of these new diagnoses stems from the reclassification of variants of uncertain significance, which often leads to direct and meaningful changes in clinical management, including targeted surveillance and tailored therapies. The reanalysis of ES and GS data is no longer a supplementary activity but a fundamental component of modern genomic medicine, transforming genomic testing from a one-time event into a continuous diagnostic process. To fully realize its potential, the development of standardized guidelines is crucial to address financial, logistical, and ethical barriers and to facilitate the equitable integration of reanalysis into routine clinical care.

Meta-analysis of the diagnostic and clinical utility of exome and genome sequencing in pediatric and adult patients with rare diseases across diverse populations.

Genetics in Medicine · 2023
C. Chung、S. P. Y. Hue、N. Ng 等

PURPOSE This meta-analysis aims to compare the diagnostic and clinical utility of whole-exome sequencing (WES) versus whole-genome sequencing (WGS) in pediatric and adult patients with rare diseases across diverse populations. METHODS A meta-analysis was conducted to identify studies from 2011-2021. RESULTS One-hundred-and-sixty-one studies across 31 countries/regions were eligible, featuring 50,417 probands of diverse populations. Diagnostic rates of WES (0.38, 95% CI 0.36-0.40) and WGS (0.34, 95% CI 0.30-0.38) were similar (p=0.1). Within-cohort comparison illustrated a 1.2 times odds of diagnosis by WGS over WES (95% CI 0.79-1.83, p=0.38). WGS studies discovered a higher range of novel genes than WES studies, yet the rate of variant of unknown significance (VUS) did not differ (p=0.78). Among high-quality studies, clinical utility of WGS (0.77, 95% CI 0.64-0.90) was higher than WES (0.44, 95% CI 0.30-0.58) (p<0.01). CONCLUSION This meta-analysis provides an important update to demonstrate the similar diagnostic rates between WES and WGS and the higher clinical utility of WGS over WES. With the newly published recommendations for clinical interpretation of variants found in non-coding regions of the genome and the trend of decreasing VUS and WGS cost, it is expected that WGS will be more widely used in clinical settings.